soda tax, Twitter, 9/21/2020 10:38:57 PM, 235636


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soda tax_2020-09-21_15-10-16.xlsx
soda tax_2020-09-21_15-10-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
soda tax via NodeXL https://bit.ly/2FZ3RMk
@oversugar325
@keenpop
@kpopcrush_id
@yours917
@xingxingph
@sodavernon
@bomienoona_
@urauganda
@jordanshirumat2
@phillymayor

Top hashtags:
#keenpop_preorder
#sodatax
#flfa20
#nolibertarianunder1k
#nolibertariansunder1k
#ローソン

Description:
Description
The graph represents a network of 1,553 Twitter users whose tweets in the requested range contained "soda tax", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 September 2020 at 22:10 UTC.

The requested start date was Monday, 21 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 14-hour, 21-minute period from Monday, 07 September 2020 at 06:32 UTC to Sunday, 20 September 2020 at 20:53 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1553
Unique Edges : 1261
Edges With Duplicates : 3063
Total Edges : 4324
Number of Edge Types : 5
Retweet : 1340
Tweet : 80
Replies to : 106
Mentions : 184
MentionsInRetweet : 2614
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.00671892497200448
Reciprocated Edge Ratio : 0.0133481646273637
Connected Components : 145
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 989
Maximum Edges in a Connected Component : 3422
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 1.995572
Graph Density : 0.00111896827556907
Modularity : 0.332769
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,553 Twitter users whose tweets in the requested range contained "soda tax", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 September 2020 at 22:10 UTC.

The requested start date was Monday, 21 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 14-hour, 21-minute period from Monday, 07 September 2020 at 06:32 UTC to Sunday, 20 September 2020 at 20:53 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : soda tax
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[29] https://docs.google.com/forms/d/e/1FAIpQLSfy7_rNOrupvoldPWj48Y86TwgQf1-ldL5-2KYt-wz3zxuUig/viewform?usp=sf_link
[3] https://www.anderson.ucla.edu/faculty-and-research/anderson-review/soda-tax?utm_source=Twitter&utm_medium=tw-post&utm_campaign=sep
[3] https://www.nytimes.com/2016/04/04/upshot/making-a-soda-tax-more-politically-palatable.html
[2] https://forms.gle/gamEnyhgv6RX5vVc6
[2] https://twitter.com/karnythia/status/1306237049155063808
[2] https://www.groupgolfer.com/redirect.php?link=1sqvpK3PxYtkZGhlanul
[2] https://www.furusato-tax.jp/feature/a/tabisuruyell_campaign_third_shizuoka_aichi_mie
[2] https://www.dailycamera.com/2020/09/10/boulder-county-public-health-using-soda-tax-fund-to-provide-fresh-fruit-vegetables/
[2] https://www.dailycamera.com/2020/09/10/boulder-county-public-health-using-soda-tax-fund-to-provide-fresh-fruit-vegetables/?utm_medium=social&utm_source=twitter.com&utm_campaign=socialflow&utm_content=tw-dailycamera
[2] https://www.anderson.ucla.edu/faculty-and-research/anderson-review/soda-tax

Top URLs in Tweet in G1:
[1] https://forms.gle/c83AfLhBcnimstDN8

Top URLs in Tweet in G3:
[29] https://docs.google.com/forms/d/e/1FAIpQLSfy7_rNOrupvoldPWj48Y86TwgQf1-ldL5-2KYt-wz3zxuUig/viewform?usp=sf_link
[2] https://forms.gle/gamEnyhgv6RX5vVc6
[1] https://bomienoona.com/home/54-soda-vernon.html
[1] https://bomienoona.com/home/49-bubble-han-soda-shua.html

Top URLs in Tweet in G5:
[1] https://kampalapost.com/content/ura-announces-deadline-manufacturers-importers-acquire-digital-stamps

Top URLs in Tweet in G6:
[3] https://www.nytimes.com/2016/04/04/upshot/making-a-soda-tax-more-politically-palatable.html
[2] https://www.groupgolfer.com/redirect.php?link=1sqvpK3PxYtkZGhlanul
[2] https://twitter.com/karnythia/status/1306237049155063808
[1] https://twitter.com/phan1om_/status/1303342638226198528
[1] https://twitter.com/PhillyMayor/status/1303756129231609861
[1] https://www.anderson.ucla.edu/faculty-and-research/anderson-review/soda-tax
[1] https://denver.cbslocal.com/2020/09/10/boulder-soda-tax-funds-healthy-food-coronavirus/?utm_source=dlvr.it&utm_medium=twitter
[1] https://oddcrimes.com/static/2020/09/10/How-Boulders-Soda-Tax-Is-Helping-Fight-Hunger-During-COVID-19.php
[1] https://music.apple.com/us/album/soda/1264672063?i=1264672903
[1] https://www.inquirer.com/politics/philadelphia/philadelphia-soda-tax-national-beverage-industry-20200128.html

Top URLs in Tweet in G7:
[3] https://www.anderson.ucla.edu/faculty-and-research/anderson-review/soda-tax?utm_source=Twitter&utm_medium=tw-post&utm_campaign=sep
[1] https://www.anderson.ucla.edu/faculty-and-research/anderson-review/soda-tax?utm_source=myemma&utm_medium=email&utm_campaign=sep
[1] https://twitter.com/AndersonReview/status/1304135749617422336
[1] https://www.anderson.ucla.edu/faculty-and-research/anderson-review/soda-tax

Top URLs in Tweet in G8:
[1] https://www.thebalance.com/soda-tax-and-which-cities-have-one-4151209

Top URLs in Tweet in G9:
[2] https://www.dailycamera.com/2020/09/10/boulder-county-public-health-using-soda-tax-fund-to-provide-fresh-fruit-vegetables/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[749] keenpop_preorder
[15] sodatax
[4] flfa20
[2] nolibertarianunder1k
[2] nolibertariansunder1k
[2] ローソン
[2] chicago
[2] homeless
[2] philly
[2] followthemoney



Top Hashtags in Tweet in G1:
[600] keenpop_preorder
[1] treasure
[1] mashiho

Top Hashtags in Tweet in G2:
[149] keenpop_preorder

Top Hashtags in Tweet in G3:
[1] 버논
[1] vernon
[1] 세븐틴
[1] seventeen

Top Hashtags in Tweet in G4:
[2] homeless
[2] philly
[2] followthemoney
[2] liberalhypocrisy
[2] liberalcorruption
[2] liberalcabal
[1] phillymurdercount

Top Hashtags in Tweet in G6:
[4] flfa20
[1] fight
[1] workinglunch
[1] minhas
[1] tbt
[1] パープルヘブン
[1] purpleheaven
[1] パープルヘブン秋田
[1] イオンモール秋田
[1] cream

Top Hashtags in Tweet in G7:
[1] ucresearch

Top Hashtags in Tweet in G9:
[15] sodatax
[1] covidー19

Top Words
Top Words in Tweet in Entire Graph:
[1884] kit
[1492] soda
[1176] ina
[1151] dp
[1146] oversugar325
[1137] 1st
[831] 000
[772] tax
[769] sugar
[760] mashiho

Top Words in Tweet in G1:
[1200] kit
[600] #keenpop_preorder
[600] ina
[600] over
[600] sugar
[600] 1st
[600] treasure
[600] mashiho
[600] cheering
[600] oversugar325

Top Words in Tweet in G2:
[780] 000
[684] kit
[551] dp
[546] oversugar325
[546] soda
[544] ina
[535] 1st
[395] go
[393] ver
[393] ems

Top Words in Tweet in G3:
[68] doll
[61] go
[61] soda
[43] 15cm
[42] bubble
[42] shua
[33] tax
[32] ina
[31] form
[30] help

Top Words in Tweet in G4:
[12] tax
[10] soda
[7] phillymayor
[6] money
[5] beachbeauty18
[5] bogartshaven
[5] zacharykilroy
[5] block215
[5] nygiantssuck
[5] queen_shady1

Top Words in Tweet in G5:
[41] urauganda
[40] beer
[40] soda
[39] thursday
[39] 17th
[39] gave
[39] ugandan
[39] manufacturers
[39] importers
[39] spirits

Top Words in Tweet in G6:
[51] tax
[50] soda
[16] lunch
[16] special
[8] more
[8] 11am
[8] 3pm
[6] 29
[4] 10
[4] beer

Top Words in Tweet in G7:
[33] tax
[23] soda
[22] seilerstephan
[15] andersonreview
[15] research
[13] song
[13] yao
[12] revenue
[9] philly
[8] uclaanderson

Top Words in Tweet in G8:
[7] tax
[6] soda
[4] pop
[3] poor
[3] joebiden
[2] ashleywoodes
[2] paz2859
[2] mrsrad49
[2] kylegriffin1
[2] being

Top Words in Tweet in G9:
[19] boulder
[19] county
[19] public
[19] health
[19] using
[19] provide
[19] fresh
[19] vegetables
[15] colorado
[15] announced

Top Words in Tweet in G10:
[11] fact
[11] re
[11] willing
[11] tax
[11] things
[11] make
[11] feel
[11] morally
[11] superior
[11] doing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1135] 1st,kit
[1135] kit,oversugar325
[754] treasure,mashiho
[749] #keenpop_preorder,ina
[749] ina,over
[749] over,sugar
[749] sugar,1st
[749] kit,treasure
[749] mashiho,cheering
[749] cheering,kit

Top Word Pairs in Tweet in G1:
[600] #keenpop_preorder,ina
[600] ina,over
[600] over,sugar
[600] sugar,1st
[600] 1st,kit
[600] kit,treasure
[600] treasure,mashiho
[600] mashiho,cheering
[600] cheering,kit
[600] kit,oversugar325

Top Word Pairs in Tweet in G2:
[535] 1st,kit
[535] kit,oversugar325
[395] ina,go
[393] ems,tax
[392] soda,ver
[390] 000,dp
[389] help,ina
[387] tax,min
[386] ver,cocktail
[386] cocktail,ems

Top Word Pairs in Tweet in G3:
[42] bubble,soda
[42] soda,shua
[32] ina,go
[30] go,help
[30] tax,cina
[30] 10,20
[29] ph,go
[29] go,seventeen
[29] order,form
[28] bomienoona_,ina

Top Word Pairs in Tweet in G4:
[10] soda,tax
[5] beachbeauty18,bogartshaven
[5] bogartshaven,zacharykilroy
[5] zacharykilroy,block215
[5] block215,nygiantssuck
[5] nygiantssuck,queen_shady1
[5] queen_shady1,maxthed86707588
[5] maxthed86707588,philaptholelife
[4] yours917,beachbeauty18
[4] philaptholelife,tonybrun

Top Word Pairs in Tweet in G5:
[40] beer,soda
[39] thursday,17th
[39] 17th,urauganda
[39] urauganda,gave
[39] gave,ugandan
[39] ugandan,manufacturers
[39] manufacturers,importers
[39] importers,beer
[39] soda,spirits
[39] spirits,tobacco

Top Word Pairs in Tweet in G6:
[23] soda,tax
[16] lunch,special
[8] special,lunch
[8] special,11am
[8] 11am,3pm
[6] soda,29
[6] 29,tax
[4] february,2021
[4] 99,tax
[3] tax,soda

Top Word Pairs in Tweet in G7:
[20] soda,tax
[13] song,yao
[8] seilerstephan,uclaanderson
[8] uclaanderson,anna
[8] anna,tuchman
[8] nice,write
[8] write,research
[8] research,philly
[8] philly,soda
[8] tax,tuchmanna

Top Word Pairs in Tweet in G8:
[4] soda,pop
[2] mrsrad49,kylegriffin1
[2] tax,soda
[2] pop,salt

Top Word Pairs in Tweet in G9:
[19] boulder,county
[19] public,health
[19] provide,fresh
[15] county,colorado
[15] colorado,public
[15] health,announced
[15] announced,using
[15] using,#sodatax
[15] #sodatax,funds
[15] funds,provide

Top Word Pairs in Tweet in G10:
[11] fact,re
[11] re,willing
[11] willing,tax
[11] tax,things
[11] things,make
[11] make,feel
[11] feel,morally
[11] morally,superior
[11] superior,doing
[11] doing,already

Top Replied-To
Top Replied-To in Entire Graph:
@karnythia
@nadiaam24
@insertblankhere
@pseudocia
@keeleyfox29
@lifeiscolor85
@phillymayor
@shutter_owl
@coastalqueries
@6abc

Top Replied-To in G4:
@keeleyfox29
@phillymayor
@usattymcswain
@hilaryrachael
@forzacorrado
@tonybrunoshow
@cbsphilly
@beachbeauty18

Top Replied-To in G5:
@rggoobi

Top Replied-To in G8:
@ashleywoodes
@m_mlrlmsw
@luvmylolipop
@veroni1900
@paz2859
@inverseqube

Top Mentioned
Top Mentioned in Entire Graph:
@oversugar325
@keenpop
@kpopcrush_id
@urauganda
@jordanshirumat2
@bomienoona_
@xingxingph
@seilerstephan
@sodavernon
@andersonreview

Top Mentioned in G1:
@oversugar325
@keenpop

Top Mentioned in G2:
@oversugar325
@kpopcrush_id
@keenpop
@archiego_
@csyounation96
@pillowsblue

Top Mentioned in G3:
@bomienoona_
@xingxingph
@sodavernon
@byselling_id

Top Mentioned in G4:
@phillymayor
@bogartshaven
@zacharykilroy
@block215
@nygiantssuck
@queen_shady1
@maxthed86707588
@philaptholelife
@yours917
@beachbeauty18

Top Mentioned in G5:
@urauganda
@jordanshirumat2
@kampalapost
@mubangizimathia
@rggoobi

Top Mentioned in G6:
@rjang0

Top Mentioned in G7:
@seilerstephan
@andersonreview
@uclaanderson
@tuchmanna
@kelloggschool
@florianederer
@ucla_alumni
@ke
@songyao
@wustlbusiness

Top Mentioned in G8:
@joebiden
@mrsrad49
@kylegriffin1
@paz2859
@murderfancier
@rod11
@joncoopertweets
@ashleywoodes
@novemberlima5
@karl_emmrich

Top Mentioned in G9:
@kulikovuniatf
@k_cullerton

Top Mentioned in G10:
@tracyeobrien

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@sudeepkhatri
@thehill
@kensington_tae
@fangirljeanne
@foxnews
@fox29philly
@j_cohl
@therickwilson
@palomastovall

Top Tweeters in G1:
@oneitsayangx1
@winbangsure
@kidkath
@winkeupjhn
@univernsang
@myao_oo
@ange_lee03
@traviswtnb
@ilvkwon
@sftyjihoon

Top Tweeters in G2:
@yohsci
@prikiberry2610
@minkzmsang
@prikitieu
@decembermood_
@lzfauzi__
@treassurr
@yg_family_1
@rutoalpenlieble
@xnhwallie

Top Tweeters in G3:
@flamehanie
@shuawase
@mylittlelightj
@lovelyhongjisoo
@mollaseulkaw
@sibchilbeon
@slytherhan_
@joshuanginamo
@dindinowo
@shuachocolat

Top Tweeters in G4:
@foxnews
@fox29philly
@forzacorrado
@cbsphilly
@block215
@phillyinquirer
@tonybrunoshow
@yours917
@jane_roh
@kimkbaltimore

Top Tweeters in G5:
@jeromeabba
@duchesssonia
@ssebunyashaf
@urauganda
@asantejnrruhima
@rggoobi
@irumanyika
@mubangizimathia
@jordanshirumat2
@jeromeabba2

Top Tweeters in G6:
@pulpnews
@kensington_tae
@cbsdenver
@theluxury_tax
@stiggs__
@kingsaash
@asolobutterfly
@androgynous_boy
@michaelmannspc
@phillyfinest369

Top Tweeters in G7:
@ucla_alumni
@kelloggschool
@uclaanderson
@ke
@claudiolucinda
@wustlbusiness
@mario_ns_
@florianederer
@dade_us
@morewedge

Top Tweeters in G8:
@joncoopertweets
@kylegriffin1
@tonikuehl12
@murderfancier
@savezplanet
@rod11
@joebiden
@mrsrad49
@paz2859
@m_mlrlmsw

Top Tweeters in G9:
@sudeepkhatri
@mjudana
@disabledworld
@papillo2014
@tweet_nutrition
@merikoivusalo
@pablo25852122
@hercbergs
@kapur_ak
@stephen_colyer

Top Tweeters in G10:
@jkohlmann
@asmallteapot
@malhidael
@spaceninja
@jeeyonshim
@alephnaught2tog
@cm_stead
@betsythemuffin
@smalldrakka
@tracyeobrien


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